Run
523761

Run 523761

Task 145 (Supervised Classification) BNG(cmc,nominal,55296) Uploaded 11-02-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForest(43)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(43)_seed1
classif.randomForest(43)_kindMersenne-Twister
classif.randomForest(43)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.6309
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5253
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2634
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17781.7112
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3164
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4309
Cross-validation details (10-fold Crossvalidation)
Number of instances
55296
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5266
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5254
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5394
Cross-validation details (10-fold Crossvalidation)
Recall
0.5254
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7343
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4642
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5625
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2119
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
299.147
UserCPU time millis testing
3.805
UserCPU time millis training
295.342